GitHub - modularity/softImpute-ALS: Python implementation of [arXiv:1410.2596] Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares

modularity / softImpute-ALS Public

Python implementation of [arXiv:1410.2596] Matrix Completion and Low-Rank SVD via Fast Alternating Least Squares

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Name		Name	Last commit message	Last commit date
Latest commit History 92 Commits
Final Convergence RMSE and 3D plots		Final Convergence RMSE and 3D plots
Lambda_120		Lambda_120
Lambda_20		Lambda_20
R-softImpute		R-softImpute
Updated RMSE plots		Updated RMSE plots
datasets		datasets
ml-1m		ml-1m
movielens		movielens
191FR.docx		191FR.docx
191FR.pages		191FR.pages
191FR.pdf		191FR.pdf
3D.plotting.py		3D.plotting.py
3D_0_180.png		3D_0_180.png
3D_20_145.png		3D_20_145.png
3D_20_180.png		3D_20_180.png
Convergence.Plotting.py		Convergence.Plotting.py
Dsq_10		Dsq_10
Dsq_35		Dsq_35
Dsq_5		Dsq_5
Mar6.py		Mar6.py
RMSE.Rank.Plotting.py		RMSE.Rank.Plotting.py
U_10		U_10
U_35		U_35
U_5		U_5
V_10		V_10
V_35		V_35
V_5		V_5
convergence_plot_Lambda_120.png		convergence_plot_Lambda_120.png
convergence_plot_Lambda_15.png		convergence_plot_Lambda_15.png
convergence_plot_Lambda_20.png		convergence_plot_Lambda_20.png
convergence_plot_Lambda_40.png		convergence_plot_Lambda_40.png
convergence_plot_Lambda_60.png		convergence_plot_Lambda_60.png
convergence_plot_Lambda_90.png		convergence_plot_Lambda_90.png
lit.py		lit.py
plot_data_for_rank_10		plot_data_for_rank_10
plot_data_for_rank_35		plot_data_for_rank_35
plot_data_for_rank_5		plot_data_for_rank_5
setup.py		setup.py
sftImptALS.Second.Edition.py		sftImptALS.Second.Edition.py
sofImpute-ALS.py		sofImpute-ALS.py
softImpute.Mar.2.py		softImpute.Mar.2.py
softImpute.Mar.5.py		softImpute.Mar.5.py
softImpute.py		softImpute.py
softImputeliteral.py		softImputeliteral.py
sp.pyx		sp.pyx
testing_dataset		testing_dataset
training_dataset		training_dataset